Personalized Medicine

NC State

Works Published in 2020

Sorted by most recent date added to the index first, which may not be the same as publication date order.

2020 article

EVALUATING DIABETIC RETINOPATHY SCREENING INTERVENTIONS IN A MICROSIMULATION MODEL

2020 WINTER SIMULATION CONFERENCE (WSC).

By: B. Swan, S. Nambiar, P. Koutouan, M. Mayorga, J. Ivy & S. Fransen

Sources: Web Of Science, ORCID
Added: August 30, 2021

2020 conference paper

A New Framework for Online Testing of Heterogeneous Treatment Effect

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 34(6), 10310–10317.

By: M. Yu, W. Lu & R. Song

Event: Thirty-Fourth AAAI Conference on Artificial Intelligence at New York Hilton Midtown, New York, New York, USA on February 7-12, 2020

Sources: NC State University Libraries, ORCID
Added: April 18, 2021

2020 journal article

Workflow Differences Affect Data Accuracy in Oncologic EHRs: A First Step Toward Detangling the Diagnosis Data Babel

JCO CLINICAL CANCER INFORMATICS, 4, 529–538.

By: F. Diaz-Garelli, R. Strowd, V. Lawson, M. Mayorga, B. Wells, T. Lycan, U. Topaloglu

Sources: Web Of Science, ORCID
Added: March 1, 2021

2020 journal article

Biologically-informed neural networks guide mechanistic modeling from sparse experimental data

PLOS COMPUTATIONAL BIOLOGY, 16(12).

By: J. Lagergren, J. Nardini, R. Baker, M. Simpson & K. Flores

Source: Web Of Science
Added: January 4, 2021

2020 journal article

Deep learning-enabled analysis reveals distinct neuronal phenotypes induced by aging and cold-shock

BMC BIOLOGY, 18(1).

By: S. Saberi-Bosari, K. Flores & A. San-Miguel

Source: Web Of Science
Added: October 26, 2020

2020 article

Lifelong Analysis of Key Aging Genes as Determinants of Lifespan in C. elegans

San Miguel, A., Ramirez, J., & Flores, K. (2020, April). FASEB JOURNAL, Vol. 34.

Source: Web Of Science
Added: October 12, 2020

2020 journal article

Learning Equations from Biological Data with Limited Time Samples

BULLETIN OF MATHEMATICAL BIOLOGY, 82(9).

By: J. Nardini, J. Lagergren, A. Hawkins-Daarud, L. Curtin, B. Morris, E. Rutter, K. Swanson, K. Flores

Source: Web Of Science
Added: September 28, 2020

2020 article

Ascertaining properties of weighting in the estimation of optimal treatment regimes under monotone missingness

STATISTICS IN MEDICINE.

By: L. Dong, E. Laber, Y. Goldberg, R. Song & S. Yang

Sources: Web Of Science, ORCID
Added: August 17, 2020

2020 review

Notice to comply: A systematic review of clinician compliance with guidelines surrounding acute hospital-based infection management

[Review of ]. AMERICAN JOURNAL OF INFECTION CONTROL, 48(8), 940–947.

By: K. McKenzie, M. Mayorga, K. Miller, N. Singh, R. Arnold & S. Romero-Brufau

Sources: Web Of Science, ORCID
Added: August 10, 2020

2020 review

A tutorial review of mathematical techniques for quantifying tumor heterogeneity

[Review of ]. MATHEMATICAL BIOSCIENCES AND ENGINEERING, 17(4), 3660–3709.

By: R. Everett, K. Flores, N. Henscheid, J. Lagergren, K. Larripa, D. Li, J. Nardini, P. Nguyen, E. Pitman, E. Rutter

Source: Web Of Science
Added: August 3, 2020

2020 article

Statistical Inference for Online Decision Making: In a Contextual Bandit Setting

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, Vol. 7, pp. 1–16.

Sources: Web Of Science, ORCID
Added: July 27, 2020

2020 journal article

The potential impact of the Affordable Care Act and Medicaid expansion on reducing colorectal cancer screening disparities in African American males

PLOS ONE, 15(1).

By: W. Powell, L. Frerichs, R. Townsley, M. Mayorga, J. Richmond, G. Corbie-Smith, S. Wheeler, K. Lich

Sources: Web Of Science, ORCID
Added: June 22, 2020

2020 journal article

DHPA: Dynamic Human Preference Analytics Framework— A Case Study on Taxi Drivers' Learning Curve Analysis

ACM Transactions on Intelligent Systems and Technology, 11(1).

By: M. Pan, Y. Li, X. Zhou, Z. Liu, R. Song, H. Liu, J. Luo, W. Huang, Z. Tian

Sources: Web Of Science, ORCID, NC State University Libraries
Added: June 15, 2020

2020 article

Prepositioning disaster relief supplies using robust optimization

IISE TRANSACTIONS.

By: G. Velasquez, M. Mayorga & O. Ozaltin

Sources: Web Of Science, ORCID
Added: April 6, 2020

2020 journal article

Learning partial differential equations for biological transport models from noisy spatio-temporal data

By: J. Lagergren, J. Nardini, G. Michael Lavigne, E. Rutter & K. Flores

Source: Web Of Science
Added: March 30, 2020

2020 journal article

Optimal influenza vaccine distribution with equity

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 283(22), 714–725.

By: S. Enayati & O. Ozaltin

Sources: Web Of Science, ORCID
Added: March 16, 2020

2020 article

Statistical Inference for High-Dimensional Models via Recursive Online-Score Estimation

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.

By: C. Shi, R. Song, W. Lu & R. Li

Sources: Web Of Science, ORCID
Added: February 10, 2020

2020 book

Dynamic Treatment Regimes: Statistical Methods for Precision Medicine

In CRC Press.

By: A. Tsiatis, M. Davidian, E. Laber & S. Holloway

Event: at Boca Raton, FL

Sources: ORCID, NC State University Libraries
Added: January 23, 2020

2020 journal article

Doubly robust inference when combining probability and non-probability samples with high dimensional data

Journal of the Royal Statistical Society: Series B (Statistical Methodology), 1.

By: S. Yang, J. Kim & R. Song

Sources: Crossref, ORCID
Added: January 20, 2020